Lars Andersen, 21st July 2023 @useR! 2023 Basel
Any opinions expressed in this presentation and on the following slides are solely those of the presenter and do not necessarily reflect those sponsoring the work
[Add big RVal Hub logo]
is a framework to quantify an R package’s “risk” by assessing several meaningful metrics designed to evaluate package development best practices, code documentation, community engagement, and development sustainability.
is a full-fledged R package containing a shiny front-end that augments the utility of {riskmetric}. The application’s goal is to provide a central hub for an organization to review and assess the risk of R packages, providing handy tools and guide rails along the way.
Sometimes “quality” is measurable! Software dev best practices dictate an R-package should have:
18 total assessments (to date)!
Our audience / users: those those making ‘package inclusion’ requests for GxP environments. They need support to…
{riskmetric} on the same machine with the same environment – creating a central hub for reproducibility
In it’s early stages, a new data package containing the {riskmetric} assessments & scores for all packages on CRAN.
A suite of hands-on review tools (from our friends at GSK) will allow users to browse unit tests, source code, and man (doc) pages for any exported function.